cnn-benchmarks
Benchmarks for popular CNN models (by jcjohnson)
pytorch-apple-silicon-benchmarks
Performance of PyTorch on Apple Silicon (by lucadiliello)
| cnn-benchmarks | pytorch-apple-silicon-benchmarks | |
|---|---|---|
| 1 | 1 | |
| 2,518 | 36 | |
| - | - | |
| 10.0 | 3.7 | |
| over 6 years ago | 6 months ago | |
| Python | Jupyter Notebook | |
| MIT License | GNU General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
cnn-benchmarks
Posts with mentions or reviews of cnn-benchmarks.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-18.
-
Accelerated PyTorch Training on M1 Mac
> ResNet > VGG: ResNet-50 is faster than VGG-16 and more accurate than VGG-19 (7.02 vs 9.0); ResNet-101 is about the same speed as VGG-19 but much more accurate than VGG-16 (6.21 vs 9.0).
https://github.com/jcjohnson/cnn-benchmarks#:~:text=ResNet%2....
pytorch-apple-silicon-benchmarks
Posts with mentions or reviews of pytorch-apple-silicon-benchmarks.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-18.
-
Accelerated PyTorch Training on M1 Mac
I started collecting benchmarks of the M1 Max on PyTorch here: https://github.com/lucadiliello/pytorch-apple-silicon-benchm...
What are some alternatives?
When comparing cnn-benchmarks and pytorch-apple-silicon-benchmarks you can also consider the following projects:
neural-engine - Everything we actually know about the Apple Neural Engine (ANE)
pytorch-apple-silicon-benchm
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
tensorexperiments - Boilerplate for GPU-Accelerated TensorFlow and PyTorch code on M1 Macbook